Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic May 24, 2023 Logical Reasoning Math
Code Code Available NatLan: Native Language Prompting Facilitates Knowledge Elicitation Through Language Trigger Provision and Domain Trigger Retention Aug 7, 2024 Question Answering
Code Code Available Visual Dialogue without Vision or Dialogue Dec 16, 2018 Question Answering Visual Dialog
Code Code Available SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization Dec 21, 2024 Image Captioning Multimodal Reasoning
Code Code Available Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering May 25, 2025 Multi-hop Question Answering Question Answering
Code Code Available Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering Nov 1, 2020 Multi-Task Learning Question Answering
Code Code Available Unmasking the Limits of Large Language Models: A Systematic Evaluation of Masked Text Processing Ability through MskQA and MskCal Nov 8, 2024 Question Answering
Code Code Available The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models Nov 13, 2024 Medical Question Answering Question Answering
Code Code Available Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models May 31, 2024 Open-Domain Question Answering Question Answering
Code Code Available XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models Jan 25, 2023 Language Modeling Language Modelling
Code Code Available Stochastic Answer Networks for Machine Reading Comprehension Dec 10, 2017 Machine Reading Comprehension Question Answering
Code Code Available StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization May 21, 2025 Question Answering Reinforcement Learning (RL)
Code Code Available What Can Neural Networks Reason About? May 30, 2019 Question Answering Visual Question Answering
Code Code Available What Can Secondary Predictions Tell Us? An Exploration on Question-Answering with SQuAD-v2.0 Jun 29, 2022 Question Answering
Code Code Available What Can We Learn From Almost a Decade of Food Tweets Jul 10, 2020 Question Answering Sentiment Analysis
Code Code Available Step by step: a hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning Jul 19, 2022 Hierarchical Reinforcement Learning Knowledge Graphs
Code Code Available The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation May 16, 2023 Abstractive Text Summarization Continual Learning
Code Code Available STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering Jan 8, 2024 Question Answering Video Question Answering
Code Code Available WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia Aug 11, 2016 Articles Document Classification
Code Code Available LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering Dec 16, 2024 In-Context Learning Instruction Following
Code Code Available The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering Systems Jun 27, 2024 Question Answering Visual Question Answering
Code Code Available The Effect of Masking Strategies on Knowledge Retention by Language Models Jun 12, 2023 Information Retrieval Question Answering
Code Code Available Unsupervised Multiple Choices Question Answering: Start Learning from Basic Knowledge Oct 21, 2020 Question Answering
Code Code Available AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation Dec 17, 2022 Data Augmentation Domain Adaptation
Code Code Available Unsupervised Dense Retrieval Training with Web Anchors May 10, 2023 Contrastive Learning Question Answering
Code Code Available SRQA: Synthetic Reader for Factoid Question Answering Sep 2, 2020 Question Answering
Code Code Available Whatcha lookin' at? DeepLIFTing BERT's Attention in Question Answering Oct 14, 2019 Question Answering
Code Code Available Visually Dehallucinative Instruction Generation Feb 13, 2024 Hallucination Language Modeling
Code Code Available Visually Grounded VQA by Lattice-based Retrieval Nov 15, 2022 Information Retrieval Question Answering
Code Code Available SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Jun 19, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Unsupervised Improvement of Factual Knowledge in Language Models Apr 4, 2023 Language Modeling Language Modelling
Code Code Available Sigma: A dataset for text-to-code semantic parsing with statistical analysis Apr 5, 2025 Question Answering Semantic Parsing
Code Code Available Visually Interpretable Subtask Reasoning for Visual Question Answering May 12, 2025 Attribute Object Recognition
Code Code Available The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks Nov 2, 2020 Question Answering Sentiment Analysis
Code Code Available What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Dec 31, 2019 General Knowledge Knowledge Graphs
Code Code Available Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction Feb 16, 2024 Denoising Language Modeling
Code Code Available Unsupervised Matching of Data and Text Dec 16, 2021 Entity Resolution Question Answering
Code Code Available The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory Sep 6, 2022 Question Answering
Code Code Available Self-Critical Reasoning for Robust Visual Question Answering May 24, 2019 Question Answering Visual Question Answering
Code Code Available SQL Generation via Machine Reading Comprehension Dec 1, 2020 Machine Reading Comprehension Question Answering
Code Code Available SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU Nov 16, 2023 Intent Detection Natural Language Understanding
Code Code Available Unsupervised Natural Language Generation with Denoising Autoencoders Apr 21, 2018 Denoising Question Answering
Code Code Available Siamese Tracking with Lingual Object Constraints Nov 23, 2020 Object Object Tracking
Code Code Available Speed Reading: Learning to Read ForBackward via Shuttle Oct 1, 2018 Document Classification Document Summarization
Code Code Available Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue Jun 10, 2024 In-Context Learning Question Answering
Code Code Available Zero-shot User Intent Detection via Capsule Neural Networks Sep 2, 2018 Intent Detection Question Answering
Code Code Available Unsupervised Question Answering by Cloze Translation Jun 12, 2019 Natural Questions NMT
Code Code Available YTCommentQA: Video Question Answerability in Instructional Videos Jan 30, 2024 Question Answering Video Question Answering
Code Code Available Unsupervised Question Answering via Answer Diversifying Aug 23, 2022 Data Augmentation Denoising
Code Code Available Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? Oct 14, 2024 In-Context Learning Question Answering
Code Code Available 